362 IEEE TRANSACTIONS ON COMMUNICATIONS, VOL. 52, NO. 3, MARCH 2004
CI/FSK: Bandwidth-Efficient Multicarrier FSK for High Performance,
High Throughput, and Enhanced Applicability
Balasubramaniam Natarajan, Member, IEEE, Carl R. Nassar, Senior Member, IEEE, and Steve Shattil
Abstract—In traditional binary frequency-shift keying (BFSK),
two distinct carrier frequencies are used to represent binary
data. In this letter, we propose transmitting multiple orthogonal,
in-phase subcarriers around two distinct carrier frequencies to
represent binary information. The envelope of the resulting FSK
signal is a carrier interferometry pattern, and hence, the name
carrier interferometry (CI/) FSK. We demonstrate that this tech-
nique is spectrally efficient when compared to traditional BFSK.
Performance and data-rate benefits are also demonstrated with
the use of a novel coherent reception technique. Moreover, while
it is difficult to employ traditional BFSK in multipath channels,
we show how the new CI/FSK scheme exploits frequency-diversity
benefits when used in such channels.
Index Terms—Carrier interferometry (CI), multicarrier (MC)
modulation, frequency-shift keying (FSK).
I. INTRODUCTION
F
REQUENCY-SHIFT keying (FSK) is a modulation tech-
nique of great practical importance. It is commonly used
whenever the hardware simplicity of the receiver is of utmost
importance [1]. Recently, FSK has gained popularity with its
adoption in the Bluetooth standard [2]–[4]. The selection of FSK
for personal area networks (such as Bluetooth) was motivated
by a number of considerations. Noncoherent FSK receivers can
be designed with ease and can be implemented in a cost-effec-
tive manner. Since most FSK modulation techniques result in
a constant envelope, information is carried by the zero cross-
ings of the signal alone. Hence, FSK is robust in systems that
have nonlinearities due to, e.g., radio frequency (RF) amplifier
effects [5].
However, FSK also has significant disadvantages. Since the
binary FSK (BFSK) constellation is orthogonal rather than
antipodal, it suffers from a 3-dB penalty in signal-to-noise
ratio (SNR) for a given bit-error rate (BER) [when compared
with coherent binary phase-shift keying (BPSK)]. Additionally,
the spectral efficiency of FSK is often lower than passband
pulse-amplitude modulation (PAM) and phase-shift keying
(PSK). Next, since the basic FSK signal is not a linear function
of the data, existing linear-equalization techniques cannot be
Paper approved by C. Tellambura, the Editor for Modulation and Signal De-
sign of the IEEE Communications Society. Manuscript received January 28,
2002; revised August 8, 2003. This paper was presented in part at the IEEE In-
ternational Conference onCommunications, New York, NY, May 2002.
B. Natarajan is with the Department of Electrical and Computer Engi-
neering, Kansas State University, Manhattan, KS 66506-5204 USA (e-mail:
bala@eece.ksu.edu).
C. R. Nassar is with the Department of Electrical and Computer Engi-
neering, Colorado State University, Ft. Collins, CO 80523-1373 USA (e-mail:
carln@engr.colostate.edu).
S. Shattil is with Idris Communications, Boulder, CO 80301 USA (e-mail:
steve@idriscomm.com).
Digital Object Identifier 10.1109/TCOMM.2004.823570
used. Hence, compensation for channel distortion like selective
fading is more difficult in FSK. As a result, multipath channels
introduce an error floor (even in the absence of noise) [6]. This
major drawback hinders the widespread use of FSK in wireless
systems [1].
There has been considerable interest in designing FSK detec-
tors for multipath channels (see [7]–[12]). In [7], an asymmetric
raised-cosine pulse shape is applied, as is a limiter discrimi-
nator receiver, improving the performance of FSK in multipath
channels with small delay spreads. However, when the delay
spread increases above the symbol duration, a significant error
floor appears. Additionally, the system in [7] introduces a nom-
inal degradation in spectral efficiency relative to Gaussian FSK
(GFSK). In [8], performance gains in Rayleigh fading channels
with small interpath delays are achieved via a quadratic decor-
rellation receiver. In [9], a generalization of frequency modula-
tion (FM) noise-click theory is used to design an FSK receiver
for detection after multipath spreading. In both [8] and [9], there
is significant degradation in performance when the delay spread
approaches symbol duration. A novel noncoherent equalizer for
FSK is introduced in [10]. Here, intersymbol interference (ISI)
is combated using an approach similar to the phase-indepen-
dent decorrellator multiuser detection employed in multiple-ac-
cess systems (where interference from other users is tuned out).
However, just as in multiuser detection, complexity is a limiting
factor in this approach. Recently, in [11] and [12], the idea of
exploiting path diversity in FSK systems is explored, and it is
shown to yield nominal performance gains. The impact of in-
terpath interference, along with hardware limitations (restricting
the number of RAKE fingers that can be implemented), reduces
this system’s ability to benefit from the available diversity.
In this letter, we propose an enhancement to BFSK that: 1)
provides improved spectral efficiency; 2) supports enhanced
BER performance; and 3) ensures the successful transmission
of FSK over frequency-selective channels, by supporting
frequency diversity benefits.
Specifically, in traditional BFSK, carrier frequency
represents binary “1,” and carrier frequency indicates
binary “0.” In the new system, we use orthogonal in-phase
subcarriers around to represent one, and a second set
of subcarriers centered about to represent zero. The
total transmitted signal has an average frequency equal to either
or , while the envelope corresponds to a car-
rier interferometry (CI) pattern. Hence, this novel FSK system
is referred to as carrier interferometry/FSK (CI/FSK), and can
be understood as a synergistic combination of orthogonal fre-
quency-division multiplexing (OFDM) and FSK.
We first demonstrate that CI/FSK has a spectral efficiency
comparable to that of FM with a modulating waveform,
0090-6778/04$20.00 © 2004 IEEE